Abdellah El Mekki
18 papers · 2020–2026 · 7 venues · across top CS/AI venues
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large language model
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arabic language
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attention mechanism
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multi-task learning
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text classification
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sarcasm detection
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transfer learning
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machine translation
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multilingual nlp
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arabic language model
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Papers
Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs
ACL 2026
EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs
EMNLP 2025
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs
NAACL 2025
NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities
EMNLP 2025
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs
ACL 2025
PalmX 2025: The First Shared Task on Benchmarking LLMs on Arabic and Islamic Culture
EMNLP 2025
Pearl: A Multimodal Culturally-Aware Arabic Instruction Dataset
EMNLP 2025
Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks
NAACL 2025
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition
EMNLP 2024
ProMap: Effective Bilingual Lexicon Induction via Language Model Prompting
IJCNLP 2023
CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic
SemEval 2022
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer
SemEval 2022
BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification
EACL 2021
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity
SemEval 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense
SemEval 2021
Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language
EACL 2021
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding
NAACL 2021
Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification
COLING 2020